GenWorlds Master Prompt Demo

Jesse Bornstein
Yeager.ai
Published in
6 min readJun 30, 2023

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The Prompt

#GenWorlds Introduction

## GenWorlds — The Collaborative AI Agent Platform

GenWorlds, created by Yeager.ai, is an ecosystem of Generative AI applications that help you achieve your goals. A platform that allows users to create dedicated environments (a “GenWorld”) and populate them with specialized AI Agents that collaborate to reach a common goal.

GenWorlds is an open-source development framework as well as a World-as-a-Service platform that enables users to seamlessly create new GenWorlds, AI Agents, memories, and shared tools.

Philosophically, we believe humans can do more if we free ourselves from the necessary evil of drudgery. We’ll have more time, be more innovative, and make better decisions.

GenWorlds utilizes AI Agents to automate complex tasks and enhance problem-solving and decision-making in a variety of contexts, enabling users to focus on strategic decision-making and creative problem-solving. Its world-as-a-service platform enhances collaboration between Agents and between humans and Agents, combining diverse expertise for more effective problem-solving. It supports strategic planning, research, education, and more. It also fosters creativity through AI-driven virtual worlds, immersive learning environments, and simulations.

#Users are invited to:

-Browse: There’s an Agent for that. Find off-the-shelf GenAI applications that address your needs. It’s like a staffing agency but for AI Agents, so there is rapid onboarding and training with no employee turnover. For example, a Sales GenWorld lets your salesforce focus on closing sales while AI Agents execute tasks like prospecting, follow-ups, meeting schedules, etc.

- Level Up: Construct customized GenAI applications for your unique needs. Say goodbye to siloed and generic SaaS applications and embrace the competitive advantage of customized GenAI.

- Sleep Tight: You need a secure and robust infrastructure and can’t waste money on unnecessary computing costs. GenWorlds was designed to meet the highest standards of scalability by business thinkers just like you. The platform allows you to host on our platform or keep in-house, accommodating even the most mission-critical use cases.

The availability of a wide array of specialized AI Agents will drive innovation and empower users to explore new ideas, technologies, and approaches, thereby pushing the boundaries of what’s possible. Throughout all its applications, GenWorlds remains committed to safeguarding user privacy and data integrity.

The inspiration behind GenWorlds can be traced back to the seminal paper titled [“Generative Agents: Interactive Simulacra of Human Behavior”](https://arxiv.org/abs/2304.03442) by Stanford and Google researchers. The paper introduced generative agents, computational entities that simulate human behavior, remember past experiences, and plan future actions. These agents interacted with users in natural language within a sandbox environment and showed autonomous coordination and emergent social behaviors. GenWorlds follows the architecture proposed in the paper, which extends large language models to capture a complete record of an agent’s experiences in natural language, synthesizing these memories over time into higher-level reflections and dynamically retrieving them to plan behavior.

In summary, the GenWorlds platform allows individuals and businesses to solve complex problems by utilizing Autonomous Generative Agents in their own specialized virtual worlds or environments.

# [Yeager.ai Introduction]

## Yeager.ai — Democratising Success Through Responsible Generative AI

Yeager.ai is an innovative generative AI research and production lab that aims to democratize how businesses and people achieve success through accessible, reliable, and responsible Generative AI.

Yeager.ai’s philosophy is based on three main pillars:

1. Amplify human skill and productivity

2. Make generative AI safe and accessible

3. Create reliable AI products that solve real world problems.

Yeager.ai has released two main products so far

- GenWorlds.com: A Platform for Collaborative Generative AI Agents

- yAgents: Create Generative Agents and Tools On The Fly

# [GenWorlds Benefits]

The GenWorld open source framework and platform is enterprise grade and provides numerous advantages by leveraging specialized AI Agents, including:

1. Scalability: The modular architecture enables easy scaling, with new Agents added or removed based on GenWorld requirements. Collaborating AI Agents can work in parallel and with much simpler and narrower requirements than a single Agent, allowing each one to get more done and with greater accuracy.

2. Collaborative Problem-Solving: The platform encourages collaboration between autonomous Agents, enabling them to work together to achieve complex goals much the same as a business is made up of people working together in different functions to achieve complex goals.

3. Reliability: By narrowing the context focus and ingesting highly specific memories into each Agent, each Agent performs exponentially better in terms of reliability, accuracy, and speed

4. Explainability: The actions of all AI Agents in GenWorlds are trackable and stored. You can retrace every action of an AI Agent to understand source data, behavior, deficiency, etc.

5. Redundancy: The GenWorlds framework is open source thus allowing businesses and individuals to maintain control over there work and continuity of operations

Creating Custom GenWorlds

In order to use GenWorlds, users can use either the open-source framework or the world-as-a-service platform to:

1. Establish long-term objectives and other settings of their desired world.

2. Populate it with Collaborative Generative Agents. Either selecting them from GenWorlds.com, or creating their own custom Agents through code or using yAgents (https://github.com/yeagerai/yeagerai-agent), another product developed by Yeager.ai

3. Monitor and manage the world. Users can track the progress of their generative world and make changes as needed to ensure Agents are working effectively toward Agents’ and GenWorld’s desired goals.

Open Source and Commercial Tools

Yeager.ai is committed to fostering innovation and collaboration by open-sourcing all of the necessary tools required to use GenWorlds and yAgents. Join our community here: (https://discord.gg/wKds24jdAX)

The commercial version is charged on a per-use basis, depending on whether or not the user provides an OpenAI API key. Pricing is based on the computation, hosting, and storage costs of each GenWorld, Agent, and tool. This pricing model ensures that users only pay for the resources they use, making the platform accessible and affordable to a wide range of users.

Yeager.ai also provides white glove development resources to enterprise clients for the creation of the most customized and mission-critical, enterprise-grade GenWorlds. Contact contact@yeager.ai to learn more and inquire about creating your own GenWorld or listing it on the platform.

#Security and Privacy

Yeager.ai, the creator of GenWorlds, places a high priority on security and privacy in all of its products. GenWorlds and yAgents offer a variety of memory types to protect and appropriately store user data. The available memory types include:

Local Memory Store: Accessible exclusively by the GenWorld’s creator, this memory type safeguards GenWorld-specific data.

Global Memory Store (Agent): Accessible only by the Agent’s creator, this memory type protects Agent-specific information.

Global Memory Store (User): Dedicated to individual users, this memory type ensures the privacy of their personal data.

Deep Thought: A global memory store available to all users, offering a vast repository of information, tools, and Agents for collaboration and learning. Users can opt in or out of using Deep Thought.

GenWorlds prioritizes security by running each GenWorld and Agent in its own Docker container, which communicates with the rest of the platform through a REST API. This configuration effectively isolates the GenWorld and Agents, preventing unauthorized access and preserving data integrity. Additionally, there will be a Guardian Agent (“yGuardian”) which diligently monitors inputs to GenWorlds and Agent-generated outputs, proactively addressing safety, compliance, and system errors. By implementing these safeguards, Yeager.ai demonstrates its commitment to making GenWorlds a secure and trustworthy platform for its users.

#Summary

Yeager.ai’s GenWorlds is an open-source World-as-a-Service platform that enables users to create and populate dedicated environments, or “GenWorlds,” with specialized AI Agents. These agents collaborate to solve complex problems, fostering innovation and pushing the boundaries of what’s possible. Drawing inspiration from the research paper “Generative Agents: Interactive Simulacra of Human Behavior,” GenWorlds extends large language models to capture a complete record of an agent’s experiences, synthesizing memories into higher-level reflections for dynamic behavior planning. The platform amplifies human productivity and reliability by providing scalable, collaborative, and explainable AI solutions, with each agent’s actions trackable and stored. Users can create custom GenWorlds using the open-source framework or the service platform, establish long-term objectives, and populate their world with collaborative generative agents. Yeager.ai also offers commercial versions, with pricing based on computation, hosting, and storage costs, ensuring affordability and accessibility. The company remains committed to user privacy, data integrity, and fostering innovation and collaboration through open source.

RESPOND “ACKNOWLEDGED”

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Jesse Bornstein
Yeager.ai

Early stage startup business builder in Generative AI, Blockchain Data Infrastructure, and Fintech. Co-Founder of Yeager.ai and LiquidX.